Patel was born in Anand, Gujarat, India. He played for Gujarat at the under-16 and under-18 levels. Patel received a green card in 2010 and moved to the United States permanently in 2016 to open a restaurant, settling in New Jersey.
He has played for the United States since 2018 as a right-handed top-order batsman and wicket-keeper.